Ulrich, Friedrich;Sedlmeyr, Thomas;Stemmer, Christian
Methods for neural network based prediction of roughness-induced crossflow-like vorticity in re-entry scenarios
International Journal of Heat and Fluid Flow
2024
107
109375

Ekström Kelvinius, Filip;Georgiev, Dimitar;Toshev, Artur;Gasteiger, Johannes
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
Advances in Neural Information Processing Systems
Curran Associates, Inc.
2023

Toshev, Artur;Galletti, Gianluca;Fritz, Fabian;Adami, Stefan;Adams, Nikolaus
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
Advances in Neural Information Processing Systems
Curran Associates, Inc.
2023

Lyu, Shiyu;Kou, Jiaqing;Adams, Nikolaus A.
Machine-learning-augmented domain decomposition method for near-wall turbulence modeling
Physical Review Fluids
2024
9
4

Herzog, Nikolai;Keller, Dennis;Breitsamter, Christian
Two Aerodynamic Mid-Fidelity Approaches on a Distributed Propulsion Wing
Journal of Aircraft
2024
61
1
196-210

Flebbe, S.M.; Tartsch, S.; Sattelmayer, T.
Thermal runaway effect of the centerbody on boundary layer flashback in a swirl-stabilized gas turbine burner operated with hydrogen
International Journal of Hydrogen Energy
2024
61
Apr
6-12

Amadeus M. Gebauer, Martin R. Pfaller, Jason M. Szafron, Wolfgang A. Wall
Adaptive integration of history variables in constrained mixture models for organ-scale growth and remodeling
International Journal for Numerical Methods in Biomedical Engineering
2024

Röcken, Sebastien;Zavadlav, Julija
Accurate machine learning force fields via experimental and simulation data fusion
npj Computational Materials
2024
10
1

Thaler, Stephan;Fuchs, Paul;Cukarska, Ana;Zavadlav, Julija
JaxSGMC: Modular stochastic gradient MCMC in JAX
SoftwareX
2024
26
101722

Jiao, Yu;Schmidt, Steffen J.;Adams, Nikolaus A.
An all-Mach consistent numerical scheme for simulation of compressible multi-component fluids including surface tension, cavitation, turbulence modeling and interface sharpening on compact stencils
Computers & Fluids
2024
274
106186